Using intelligent tutor technology to implement adaptive support for student collaboration

Educational Psychology Review

Volumn 22, Issue 1, 2010, Pages 89-102

  Diziol, Dejana ^a   Walker, Erin ^b   Rummel, Nikol ^a   Koedinger, Kenneth R ^b  

^a UNIVERSITY OF FREIBURG   (Germany)

^b Carnegie Mellon University   (United States)

Author keywords

Adaptive collaborative learning systems; Collaboration scripts; Intelligent tutoring

Indexed keywords

EID: 77949540127     PISSN: 1040726X     EISSN: 1573336X     Source Type: Journal    
DOI: 10.1007/s10648-009-9116-9     Document Type: Review

References (38)

1. Aleven, V., McLaren, B., Roll, I., & Koedinger, K. R. (2004). Toward tutoring help seeking: Applying cognitive modelling to meta-cognitive skills. In J. C. Lester, R. M. Vicari & F. Paraguaçu (Eds.), Proceedings of Seventh International Conference on Intelligent Tutoring Systems, ITS 2004 (pp. 227-239). Berlin: Springer.
2. Aronson, E., Blaney, N., Sikes, J., Stephan, C., & Snapp, M. (1978). The jigsaw classroom. Beverly Hills: Sage.
3. Baghaei, N., Mitrovic, T., & Irwin, W. (2007). Supporting collaborative learning and problem solving in a constraint-based CSCL environment for UML class diagrams. International Journal of Computer-Supported Collaborative Learning, 2(2-3), 159-190.
4. Baker, R. S., Corbett, A. T., Koedinger, K. R. 2004. Detecting student misuse of intelligent tutoring systems. Paper presented at the 7th International Conference on Intelligent Tutoring Systems, Maceiò, Alagoas, Brazil, 30 August-3 September 2004.
5. Beck, J. E., Mostow, J., & Bey, J. (2004). Can automated questions scaffold children's reading comprehension? In J. C. Lester, R. M. Vicari & F. Paraguacu (Eds.), Proceedings of 7th International Conference on Intelligent Tutoring Systems (pp. 478-490). Berlin: Springer Verlag.
6. Brennan, S. E., & Clark, H. H. (1996). Conceptual pacts and lexical choice in conversation. Journal of Experimental Psychology. Learning, Memory, and Cognition, 22, 1482-1493.
7. Constantino-Gonzalez, M. A., Suthers, D., & Escamilla de los Santos, J. (2003). Coaching web-based collaborative learning based on problem solution differences and participation. Artificial Intelligence in Education, 13(2-4), 263-299.
8. Dillenbourg, P. (2002). Over-scripting CSCL: The risks of blending collaborative learning with instructional design. In P. A. Kirschner (Ed.), Three worlds of CSCL. Can we support CSCL (pp. 61-91). Heerlen: Open Univeriteit Nederland.
9. Dillenbourg, P., & Jermann, P. (2007). Designing integrative scripts. In F. Fischer, I. Kollar, H. Mandl & J. Haake (Eds.), Scripting computer-supported collaborative learning. Cognitive, computational, and educational perspectives (pp. 275-301). New York: Springer.
10. Dillenbourg, P., & Tchounikine, P. (2007). Flexibility in macro-scripts for CSCL. Journal of Computer Assisted Learning, 23(1), 1-13.
11. Diziol, D., Rummel, N., Spada, H., & McLaren, B. (2007). Promoting learning in mathematics: Script support for collaborative problem solving with the Cognitive Tutor Algebra. In C. A. Chinn, G. Erkens & S. Puntambekar (Eds.), Mice, minds and society. Proceedings of the Computer Supported Collaborative Learning (CSCL) Conference 2007, Vol 8, I (pp. 39-41). International Society of the Learning Sciences.
12. Fischer, F., Kollar, I., Mandl, H., & Haake, J. M. (eds). (2007). Scripting computer-supported collaborative learning-cognitive, computational, and educational perspectives. New York: Springer.
13. Gweon, G., Rosé, C., Carey, R., Zaiss, Z. 2006. Providing support for adaptive scripting in an on-line collaborative learning environment. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 251-260). New York: ACM Press.
14. Israel, J., & Aiken, R. (2007). Supporting collaborative learning with an intelligent web-based system. International Journal of Artificial Intelligence and Education, 17(1), 3-40.
15. Jucks, R., Bromme, R., & Runde, A. (2007). Explaining with non-shared illustrations: How they constrain explanations. Learning and Instruction, 17, 204-218.
16. Kapur, M. (2008). Productive failure. Cognition and Instruction, 26(3), 379-425.
17. King, A. (1991). Effects of training in strategic questioning on children's problem-solving performance. Journal of Educational Psychology, 83(3), 307-317.
18. Koedinger, K. R., & Aleven, V. (2007). Exploring the assistance dilemma in experiments with Cognitive Tutors. Educational Psychology Review, 19(3), 239-264.
19. Koedinger, K. R., Anderson, J. R., Hadley, W. H., & Mark, M. A. (1997). Intelligent tutoring goes to school in the big city. International Journal of Artificial Intelligence in Education, 8, 30-43.
20. Kollar, I., Fischer, F., & Slotta, J. D. (2005). Internal and external collaboration scripts in webbased science learning at schools. In T. Koschmann, D. Suthers & T.-W. Chan (Eds.), The next 10 years! Proceedings of the International Conference on Computer Support for Collaborative Learning 2005 (pp. 331-340). Mahwah: Lawrence Erlbaum Associates.
21. Kollar, I., Fischer, F., & Hesse, F. W. (2006). Computer-supported collaboration scripts-a conceptual analysis. Educational Review, 18(2), 159-185.
22. Kumar, R., Rosé, C. P., Wang, Y. C., Joshi, M., Robinson, A. 2007. Tutorial dialogue as adaptive collaborative learning support. In R. Luckin, K. R. Koedinger, J. Greer (Eds.) Proceedings of Artificial Intelligence in Education (pp. 383-390). Amsterdam: IOS Press.
23. Lou, Y., Abrami, P. C., & d'Apollonia, S. (2001). Small group and individual learning with technology: A meta-analysis. Review of Educational Research, 71(3), 449-521.
24. Mathan, S. A., & Koedinger, K. R. (2005). Fostering the intelligent novice: Learning from errors with metacognitive tutoring. Educational Psychologist, 40(4), 257-265.
25. Meier, A., & Spada, H. (in press). Developing adaptive collaboration support: The example of an effective training for collaborative inferences. Educational Psychology Review.
26. O'Donnell, A. M. (1999). Structuring dyadic interaction through scripted cooperation. In A. M. O'Donnell & A. King (Eds.), Cognitive perspectives on peer learning (pp. 179-196). Mahwah NJ: Lawrence Erlbaum Associates.
27. Palincsar, A. S., & Brown, A. L. (1984). Reciprocal teaching of comprehension-fostering and monitoring activities. Cognition and Instruction, 1(2), 117-175.
28. Roscoe, R. D., & Chi, M. (2007). Understanding tutor learning: Knowledge-building and knowledge-telling in peer tutors' explanations and questions. Review of Educational Research, 77(4), 534-574.
29. Rosé, C. P., Wang, Y. C., Cui, Y., Arguello, J., Stegmann, K., Weinberger, A., et al. (2008). Analyzing collaborative learning processes automatically: Exploiting the advances of computational linguistics in computer-supported collaborative learning. International Journal of Computer Supported Collaborative Learning, 3(3), 237-271.
30. Rummel, N., Weinberger, A. 2008. New challenges in CSCL: Towards adaptive script support. In G. Kanselaar, V. Jonker, P. A. Kirschner, F. Prins (Eds.), International perspectives of the learning sciences: Creating a learning world. Proceedings of the Eighth International Conference of the Learning Sciences (ICLS 2008), Vol 3 (pp. 338-345). International Society of the Learning Sciences.
31. Soller, A., Martinez, A., Jermann, P., & Muehlenbrock, M. (2005). From mirroring to guiding: A review of state of the art technology for supporting collaborative learning. International Journal of Artificial Intelligence in Education, 15, 261-290.
32. Suebnukarn, S., & Haddawy, P. (2006). Modeling individual and collaborative problem-solving in medical problem-based learning. User Modeling and User-Adapted Interaction, 16(3-4), 211-248.
33. Tedesco, P. (2003). MArCo: Building an artificial conflict mediator to support group planning interactions. International Journal of Artificial Intelligence in Education, 13, 117-155.
34. VanLehn, K. (2006). The behavior of tutoring systems. International Journal of Artificial Intelligence in Education, 16(3), 227-265.
35. VanLehn, K., Lynch, C., Schulze, K., Shapiro, J. A., Shelby, R., Taylor, L., et al. (2005). The Andes physics tutoring system: Lessons learned. International Journal of Artificial Intelligence and Education, 15(3), 147-204.
36. Walker, E., Rummel, N., & Koedinger, K. (in press). Integrating collaboration and intelligent tutoring data in evaluation of a reciprocal peer tutoring environment. Research and Practice in Technology Enhanced Learning.
37. Webb, N. M. (1989). Peer interaction and learning in small groups. International Journal of Education Research, 13, 21-39.
38. Weinberger, A., Ertl, B., Fischer, F., & Mandl, H. (2005). Epistemic and social scripts in computer-supported collaborative learning. Instructional Science, 33(1), 1-30.